Julie Nutini

11 papers A* 1A 2Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence. J. Mach. Learn. Res. Julie Nutini, Issam H. Laradji, Mark Schmidt
2019	J	`jnl`	"Active-set complexity" of proximal gradient: How long does it take to find the sparsity pattern? Optim. Lett. Julie Nutini, Mark Schmidt, Warren L. Hare
2019	A	`conf`	Are we there yet? Manifold identification of gradient-related proximal methods. AISTATS Yifan Sun, Halyun Jeong, Julie Nutini, Mark Schmidt
2016	J	`jnl`	Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph. CoRR Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani
2016	A	`conf`	Convergence Rates for Greedy Kaczmarz Algorithms, and Randomized Kaczmarz Rules Using the Orthogonality Graph. UAI Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark Schmidt, Hoyt A. Koepke, Alim Virani
2016	—	`conf`	Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. ECML/PKDD (1) Hamed Karimi, Julie Nutini, Mark Schmidt
2016	J	`jnl`	Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. CoRR Hamed Karimi, Julie Nutini, Mark Schmidt
2015	A*	`conf`	Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection. ICML Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke
2015	J	`jnl`	Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection. CoRR Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke
2013	J	`jnl`	A derivative-free approximate gradient sampling algorithm for finite minimax problems. Comput. Optim. Appl. Warren L. Hare, Julie Nutini
2013	J	`jnl`	A survey of non-gradient optimization methods in structural engineering. Adv. Eng. Softw. Warren L. Hare, Julie Nutini, Solomon Tesfamariam